On Bayesian Methods for Seeking the Extremum

• Reproducibility of the NeurIPS 2020 Black-Box Optimization Challenge: Re-evaluating Competition Submissions

  2026 conference-paper Computer Science Machine Learning and Data Classification Open access

  0

  citations
• Systematic framework for deep learning-based predictive injection control with Bayesian hyperparameter optimization for a hydrogen/diesel dual-fuel engine

  2025 Control Engineering Practice article Engineering Advanced Control Systems Optimization Open access cited by 1 patent

  14

  citations
• Efficient Generation of Torsional Energy Profiles by Multifidelity Gaussian Processes for Hindered-Rotor Corrections

  2024 ChemRxiv preprint Physics and Astronomy Advanced Chemical Physics Studies Open access

  0

  citations
• Bayesian Optimization

  2023 Natural computing series book-chapter Computer Science Advanced Multi-Objective Optimization Algorithms

  107

  citations
• One-shot optimization for vehicle dynamics control systems

  2022 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  7

  citations
• Improved Automated CASH Optimization with Tree Parzen Estimators for Class Imbalance Problems

  2021 IEEE International Conference on Data Science and Advanced Analytics (DSAA) conference-paper Computer Science Machine Learning and Data Classification Open access

  12

  citations
• Segmentation of photovoltaic module cells in uncalibrated electroluminescence images

  2021 Machine Vision and Applications article Engineering Industrial Vision Systems and Defect Detection Open access cited by 1 patent

  98

  citations
• Bayesian neural architecture search using a training-free performance metric

  2021 Applied Soft Computing article Computer Science Machine Learning and Data Classification Open access

  24

  citations
• Segmentation of photovoltaic module cells in uncalibrated electroluminescence images

  2021 RWTH Publications (RWTH Aachen) article Engineering Industrial Vision Systems and Defect Detection Open access

  79

  citations

9 results